Machine Learning Model Shows Moderate Accuracy for Complex Coronary Lesions in Diabetes
A retrospective study evaluating a gradient boosting model incorporating heart function and inflammatory markers found moderate discrimination but no clear ...
Tag: interpretable
Conditional Survival Rates and Prognostic Nomograms Evaluated in Primary Chondrosarcoma Patients
A registry study of primary chondrosarcoma shows that conditional survival rates rise over time and that CoxBoost-selected nomograms outperform conventional ...
Neuro-Fuzzy Architecture Improves Appliance Disaggregation and Uncertainty Estimation in Microgrids
Researchers have developed DeepANFIS, an end-to-end neuro-fuzzy framework that combines multiresolution convolution, temporal memory, and evidential deep learning to track ...
What Speech AI Sees in the Brain: Interpretable Features Explain Audio Model Success
Researchers show that interpretable speech features largely account for how well audio foundation models predict brain responses, while also revealing ...
Machine learning predicts strength of nanoparticle-modified basalt fiber composites
Eight machine learning models trained on published experimental data predict the tensile and flexural strength of nanoparticle-modified basalt fiber reinforced ...
New AI Model Turns Short Amyloid PET Scans into Full Late-Phase Images
A new generative AI framework called MOVIE synthesizes late-phase amyloid PET images from one-minute early-phase scans, outperforming a UNet baseline ...
Random forest model predicts oxygenation impairment during one-lung ventilation in thoracic surgery
A retrospective study of 519 thoracic surgery patients found that a random forest model predicted intraoperative oxygenation impairment during one-lung ...
Machine learning offers limited screening for poor fitness in Tibet
A cross-sectional study of 5,750 adults at three Tibetan altitudes found moderate discrimination and substantial sensitivity-specificity trade-offs in machine-learning screening ...
Interpretable AI network pinpoints what drives 24-hour tropical cyclone intensity change
Tropical cyclone intensity can shift dramatically within a day, and capturing that evolution remains one of the hardest problems in ...
Facial Landmarks Let Autonomous Vehicles Read Driver States in Real Time
A calibration-driven facial landmark system aboard an autonomous electric shuttle distinguished five driver behavioral states with interpretable machine learning, reaching ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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